MAGE: Machine-generated Text Detection in the Wild

Benchmark Model Rank Results
ai-generated-text-detection-on-mage-paraphrasing-attackLongformer#2AvgRec: 66.94AUROC: 75
ai-generated-text-detection-on-mage-paraphrasing-attackFastText#4AvgRec: 60.89AUROC: 66
ai-generated-text-detection-on-mage-paraphrasing-attackGLTR#5AvgRec: 49.61AUROC: 47
ai-generated-text-detection-on-mage-unseen-domains-unseen-modelLongformer#3AvgRec: 75.82AUROC: 94
ai-generated-text-detection-on-mage-unseen-domains-unseen-modelFastText#4AvgRec: 70.33AUROC: 74
ai-generated-text-detection-on-mage-unseen-domains-unseen-modelGLTR#5AvgRec: 57.71AUROC: 73
ai-generated-text-detection-on-mage-arbitrary-domains-modelsLongformer#4AvgRec: 90.53AUROC: 99
ai-generated-text-detection-on-mage-arbitrary-domains-modelsFastText#5AvgRec: 78.8AUROC: 83
ai-generated-text-detection-on-mage-arbitrary-domains-modelsDetectGPT#6AvgRec: 60.48AUROC: 57
ai-generated-text-detection-on-mage-arbitrary-domains-modelsGLTR#7AvgRec: 55.42AUROC: 74